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Leveraging AI for SQL and Databases

The "Leveraging AI for SQL and Databases" course by Microsoft equips data professionals and developers with skills to design and implement AI-enabled database solutions across SQL Server, Azure SQL, and Microsoft Fabric. It addresses the growing demand for intelligent data applications, with 78% of enterprise developers now integrating AI into database workflows. Learners gain hands-on experience in vector search, embeddings, and Retrieval Augmented Generation (RAG) using T-SQL and AI-assisted tools like GitHub Copilot.

This course prepares learners for the Microsoft Certified: SQL AI Developer Associate certification. Koenig Solutions offers official vendor-authorized courseware and 30-day lab access, enabling professionals to build scalable, AI-driven data solutions and advance into high-demand roles in modern data engineering and AI development.

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Course Overview

The Microsoft course Leveraging AI for SQL and Databases prepares professionals for Exam DP-800: Developing AI-Enabled Database Solutions, leading to the Microsoft Certified: SQL AI Developer Associate credential. Designed for data professionals such as SQL developers, database engineers, and AI solutions architects, this training equips learners with skills to integrate artificial intelligence directly into Microsoft SQL platforms including SQL Server, Azure SQL, and SQL databases in Microsoft Fabric. With cloud-based AI data workloads growing over 35% year-over-year, organizations increasingly demand experts who can build intelligent applications using structured and semi-structured data without migrating away from established T-SQL environments.

Participants gain hands-on experience with key Microsoft technologies such as GitHub Copilot, Fabric Copilot, Azure Functions, Model Context Protocol (MCP), Data API builder (DAB), and vector search capabilities within the Azure Portal. Through guided labs, students configure AI-assisted development tools, generate embeddings, and implement retrieval-augmented generation (RAG) pipelines that connect SQL data to language models. A core project involves building a hybrid search solution using VECTOR_SEARCH, VECTOR_DISTANCE, and reciprocal rank fusion (RRF) to enable semantic querying of enterprise data, simulating real-world scenarios like intelligent chatbots and personalized recommendation engines.

This course prepares candidates for the Microsoft Certified: SQL AI Developer Associate certification, recognized globally by enterprises adopting AI-driven data strategies. Certified professionals in the U.S. earn between $105,000 and $145,000 annually, with strong demand in sectors like finance, healthcare, and manufacturing. Koenig Solutions enhances preparation with Guaranteed-to-Run batches, official Microsoft courseware, and access to expert instructors through 1-on-1 training sessions. Completing the Leveraging AI for SQL and Databases curriculum empowers developers to lead innovation in secure, scalable AI-enabled database solutions and advance into high-impact roles such as Senior SQL AI Engineer or Lead Data Architect.

What You'll Learn

Design and implement models and embeddings with Microsoft SQL Server, leveraging AI for SQL and Databases to enhance data analysis and retrieval
Implement intelligent search solutions using Azure SQL Database with AI integration to improve query accuracy and speed
Configure AI-assisted tools for database development, enabling faster and more efficient SQL database management
Enable GitHub Copilot for Microsoft SQL platforms to accelerate coding and reduce development time
Design Retrieval Augmented Generation (RAG) solutions with T-SQL to improve data insights and decision-making
Optimize vector embeddings in Azure SQL Database to enhance AI-driven search and data similarity analysis

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in writing T-SQL code for SQL Server or Azure SQL enhances your ability to leverage AI for SQL and databases effectively
  • Knowledge of SQL Server Management Studio (SSMS) or Visual Studio Code supports seamless database management and development
  • A solid grasp of database development concepts such as tables, stored procedures, and views is essential for mastering AI-driven database solutions
  • Familiarity with AI concepts like embeddings, vectors, and models enables you to optimize data analysis and machine learning integration
  • Hands-on experience with Azure SQL Database or Fabric SQL database ensures you can implement AI-powered database enhancements
  • Understanding of continuous integration and continuous deployment (CI/CD) practices in GitHub helps automate AI and database workflows
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Certification Exam

Everything you need to know about the Leveraging AI for SQL and Databases certification exam

Exam Details
Exam Name
Leveraging AI for SQL and Databases
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Microsoft allows a retake after 24 hours; additional attempts follow standard Microsoft policy
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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Architect AI Models and Embeddings with Microsoft
Assess external AI models for SQL workloads Manage external model references in SQL Develop embedding strategies and chunking logic Generate embeddings via native SQL functions Select optimal embedding maintenance workflows Apply Change Tracking for embedding updates Integrate Azure Functions with SQL triggers Lab: Automate Azure SQL embedding lifecycles
2
Day 2– Master Intelligent Search via Microsoft SQL
Select full-text, vector, or hybrid search Deploy robust full-text search in SQL Architect vector data types and indexing Apply VECTOR_NORMALIZE and VECTOR_DISTANCE tools Execute advanced semantic vector search Compare ANN vs ENN for search efficiency Optimize hybrid search using RRF techniques Benchmark intelligent search performance metrics
3
Day 3– Build RAG and AI-Assisted SQL Development
Define RAG use cases for enterprise data Invoke external REST endpoints for prompts Transform SQL data to JSON for LLMs Stream database content to language models Parse and process complex LLM responses Deploy GitHub Copilot for SQL development Configure Model Context Protocol (MCP) tools Lab: Construct RAG solutions using T-SQL

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

82%

of Leveraging AI for SQL and Databases certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Leveraging AI for SQL and Databases certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • SQL AI Developer
  • AI-Enabled Database Engineer
  • Data Platform Developer
  • Azure SQL AI Solutions Engineer
  • Database Architect (AI Integration)
  • AI-Powered Data Applications Developer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Infosys Wipro TCS Goldman Sachs JP Morgan Capgemini Cognizant

and 5,000+ organizations worldwide seeking Leveraging AI for SQL and Databases certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

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    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Leveraging AI for SQL and Databases training course

Is the certification exam included in the Leveraging AI for SQL and Databases course, and what is the exam fee?
The DP-800 certification exam is not included in the Leveraging AI for SQL and Databases course fee. You must purchase it separately. The standard exam fee is $165 USD via Pearson VUE. Microsoft occasionally offers discounted beta pricing. You are responsible for scheduling your exam directly through the official Microsoft certification portal.
What training formats are available for the Leveraging AI for SQL and Databases course, and is there a Guaranteed-to-Run option?
Koenig offers Leveraging AI for SQL and Databases via live online instructor-led, classroom, and self-paced formats. Our public live online batches are Guaranteed-to-Run, ensuring your training proceeds as scheduled regardless of enrollment numbers. We also provide private 1-on-1 training on flexible dates and self-paced options featuring official Microsoft Learn content.
How long is lab access provided, and what environment is used for hands-on practice in the Leveraging AI for SQL and Databases course?
Leveraging AI for SQL and Databases includes 30 days of post-training lab access. You will use a cloud-based sandbox featuring Azure SQL Database, SQL Server, and Microsoft Fabric. This environment allows you to practice T-SQL coding, implement vector search, configure AI models, and build RAG solutions within a secure, vendor-hosted platform.
What is Koenig's rescheduling and cancellation policy for the Leveraging AI for SQL and Databases course?
Koenig permits free rescheduling of Leveraging AI for SQL and Databases live training up to 7 days before start. Cancellations within 7 days incur a 15% administrative fee. Cancellations under 24 hours result in full forfeiture unless covered by Flexi Protection. Private 1-on-1 sessions allow one free reschedule with 48 hours’ notice.
What is the format, number of questions, passing score, and time limit for the DP-800 certification exam for Leveraging AI for SQL and Databases?
The DP-800 exam for Leveraging AI for SQL and Databases contains 40–60 questions, including labs and case studies. You have 120 minutes to achieve a passing score of 700 out of 1000. This proctored exam validates your ability to design database solutions, secure deployments, and implement AI capabilities using T-SQL and Copilot tools.
How long is the Microsoft Certified: SQL AI Developer Associate certification valid, and what is the renewal process and cost?
The Microsoft Certified: SQL AI Developer Associate credential is valid for one year. You must renew it by passing a free online assessment on Microsoft Learn. Renewal opens six months before expiration and requires no fee. You must complete this before the expiry date in UTC. Retakes are unlimited, with a 24-hour wait after the second attempt.
What post-training support does Koenig provide after completing the Leveraging AI for SQL and Databases course?
Koenig supports your success in Leveraging AI for SQL and Databases with 30 days of lab access and 6 hours of free consultation with a Microsoft Certified Trainer. You also gain access to Qubits exam prep software and community forums. We provide guidance on certification renewal and career pathways, with optional retake options via Flexi subscription plans.
What prerequisites or prior experience are recommended for the Leveraging AI for SQL and Databases course?
For Leveraging AI for SQL and Databases, you should have intermediate T-SQL query skills and experience developing databases on SQL Server or Azure SQL. Familiarity with AI concepts like embeddings, vectors, and language models is required. Knowledge of GitHub Copilot, CI/CD, and Microsoft Fabric is beneficial for mastering data security and REST/GraphQL API integration.
What is the salary impact and career advancement potential after earning the Microsoft Certified: SQL AI Developer Associate credential?
Earning the Microsoft Certified: SQL AI Developer Associate credential can lead to salaries between $95,000 and $135,000 annually in the U.S. This certification accelerates career growth for AI Database Developers and Cloud Architects. Demand is rising for experts who can implement vector search, intelligent querying, and Retrieval-Augmented Generation within enterprise SQL environments.
How does instructor-led training for Leveraging AI for SQL and Databases compare to self-study in terms of exam success and skill mastery?
Instructor-led training for Leveraging AI for SQL and Databases boosts exam success through structured learning and real-time expert guidance. Unlike self-study, our sessions provide hands-on practice with semantic search and RAG implementation. Koenig’s Guaranteed-to-Run batches ensure you receive consistent, high-quality instruction to master complex AI-integrated SQL development tasks effectively.
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